I'm a QA engineer working on ML systems that run on real hardware robots, consumer devices, and the data pipelines that train the models.
What I do: I own the daily release gate for robot model builds validate each build on the target hardware, decide whether it goes to the data-collection team, and write the runbooks that let them operate without me in every step.
- ML/AI validation model behaviour on target hardware, training-data quality
- Release gating & regression build identity, known-good baselines, isolating real regressions from rig and hardware faults
- Test tooling Python automation and parsing scripts, test-station data capture, AI-assisted development
- Infrastructure background servers, hardware systems, Linux
Python · TypeScript · JavaScript · Node.js · Bash · Linux / macOS · Playwright · Vitest · Postman · Git
Sonix.ai — TypeScript monorepo team project from Code the Dream. I built the backend: Express 5 + MongoDB/Mongoose REST API, JWT auth, seed tooling. The repo also ships Vitest unit tests, Playwright e2e tests and pre-commit lint/typecheck gates, deployed on Render.
Python for data analysis · deeper backend work · Docker and CI pipelines